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Code

Course

ECTS

Teaching period

Optional courses: choose 25 ECTS - pre-designed study tracks are available to support study planning

CS-E4800

Artificial Intelligence

5

III – IV

ELEC-E8110

Automation Software Synthesis and Analysis

5

IV-V

ELEC-E8111

Autonomous Mobile Robots

5

IV-V

ELEC-E8106

Bayesian Filtering and Smoothing P

5

III-IV

EEN-E4001

Comfortable and Healthy Indoor Environments

5

III

CS-E4850

Computer Vision P

5

I-II

ELEC-E5422Convex Optimization I5I
ELEC-E5423Convex Optimization II5II
MS-E2134Decision Making and Problem Solving5I-II

ELEC-E8712

Design for Reliability

5

I-II

MS-E2148Dynamic Optimization5III

ELEC-E8405

Electric Drives

5

I-II

ELEC-E8407

Electromechanics

5

I-II

ELEC-E8408

Embedded Systems Development 

5

III-IV

CIV-E3040

Indoor environment technology L

5

I

ELEC-E8113

Information Systems in Industry

5

I-II

ELEC-E8124

Intelligent buildings

5

II

MS-E2121

Linear Optimization

5

III-IV

ELEC-E8701

Lighting technologies and applications

5

IV-V

EEN-E4002

Heating and Cooling Systems

5

III

CS-E4710

Machine Learning: Supervised Methods

5

I-II

KON-C2004

Mechatronics Basics

5

II

ELEC-E8115

Micro and Nano Robotics

5

III-IV

ELEC-E8116

Model-Based Control Systems

5

I-II

MS-E2112

Multivariate Statistical Analysis

5

III-IV

ELEC-E8123Networked Control Systems5III

ELEC-E8743

Neurorobotics

5

III-IV

MS-E2122

Nonlinear optimization

5

I-II

CS-C3140

Operating systems

5

I-II

ELEC-E8412

Power Electronics

5

I-II

ELEC-E8413

Power Systems

5

I-II

ELEC-E8700

Principles and fundamentals of Lighting

5

I-II

ELEC-D8710

Principles of Materials Science

5

III-V

MS-E1600

Probability theory

5

III

ELEC-E8702

Rakennussähköistys   (Electrical Installations in Buildings)   

5

III-IV

ELEC-E8125Reinforcement Learning5I-II
ELEC-E8126Robotic Manipulation5III-IV

ELEC-D1320

Robotics**

5

I-II

ELEC-E5710

Sensors and Measurement Methods

5

IV-V

CS-C3180

Software Design and Modelling

5

I-II

CS-C3150

Software engineering

5

I-II, III-V

ELEC-E8104

Stochastic models and estimation P

5

I-II

ELEC-E8127

Special Assignment in Automation Technologies

1-10

I-summer

EEN-E4005

Sustainable Building Energy Systems

5

V

ELEC-E8472E8742

Translational engineering forum

5

I-II

EEN-E4003

Ventilation and Air Conditioning Systems

5

IV

ELEC-E7120

Wireless Systems

5

I

**Choose only if you haven't studied Robotics at undergraduate level

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